The Signaling Pathways Project and Department of Molecular and Cellular Biology, Baylor College of Medicine, Houston, TX, 77030, USA.
Department of Medicine, University of California San Diego, La Jolla, CA, 92093, USA.
Sci Data. 2020 Sep 22;7(1):314. doi: 10.1038/s41597-020-00628-6.
Establishing consensus around the transcriptional interface between coronavirus (CoV) infection and human cellular signaling pathways can catalyze the development of novel anti-CoV therapeutics. Here, we used publicly archived transcriptomic datasets to compute consensus regulatory signatures, or consensomes, that rank human genes based on their rates of differential expression in MERS-CoV (MERS), SARS-CoV-1 (SARS1) and SARS-CoV-2 (SARS2)-infected cells. Validating the CoV consensomes, we show that high confidence transcriptional targets (HCTs) of MERS, SARS1 and SARS2 infection intersect with HCTs of signaling pathway nodes with known roles in CoV infection. Among a series of novel use cases, we gather evidence for hypotheses that SARS2 infection efficiently represses E2F family HCTs encoding key drivers of DNA replication and the cell cycle; that progesterone receptor signaling antagonizes SARS2-induced inflammatory signaling in the airway epithelium; and that SARS2 HCTs are enriched for genes involved in epithelial to mesenchymal transition. The CoV infection consensomes and HCT intersection analyses are freely accessible through the Signaling Pathways Project knowledgebase, and as Cytoscape-style networks in the Network Data Exchange repository.
围绕冠状病毒 (CoV) 感染和人类细胞信号通路之间的转录界面达成共识,可以促进新型抗 CoV 治疗药物的开发。在这里,我们使用公开存档的转录组数据集来计算共识调控特征,或称为 consensomes,根据它们在 MERS-CoV (MERS)、SARS-CoV-1 (SARS1) 和 SARS-CoV-2 (SARS2) 感染细胞中的差异表达率对人类基因进行排名。验证 CoV consensomes 时,我们表明,MERS、SARS1 和 SARS2 感染的高置信转录靶标 (HCT) 与已知在 CoV 感染中具有作用的信号通路节点的 HCT 相交。在一系列新的用例中,我们收集了证据,证明 SARS2 感染有效地抑制了 E2F 家族 HCT,这些 HCT 编码 DNA 复制和细胞周期的关键驱动因素;孕激素受体信号拮抗 SARS2 在气道上皮细胞中诱导的炎症信号;并且 SARS2 HCT 富含参与上皮到间充质转化的基因。CoV 感染 consensomes 和 HCT 交集分析可通过信号通路项目知识库免费访问,并可在 Network Data Exchange 存储库中以 Cytoscape 风格的网络形式访问。